Typical inputs
- Business events and forms
- Existing system records
- Policies and approval rules
- Representative exceptions
- Supported APIs or exports
Workflow automation / Operations
Connect a recurring process into one reliable operational workflow.
Custom workflow automation turns a bounded, repeated business process into a connected sequence across the tools your team already uses. Rules handle predictable decisions, APIs move information, and AI is introduced only for language or variation that cannot be handled more reliably another way.
Who it is for
A practical fit when the process already matters.
This service is for operations leaders and process owners dealing with recurring onboarding, approvals, reporting, synchronisation or internal coordination that does not fit a single product category. A good candidate has a named owner, recognisable triggers and outcomes, and enough repetition or failure cost to justify a maintained system.
Current-state signals
- A process spans several tools, inboxes and spreadsheets with no single visible status.
- People copy the same information or chase the same approvals every week.
- Exceptions are handled in private messages and cannot be measured or improved.
- A collection of small automations exists, but nobody understands the end-to-end path.
- The team is considering AI before the process, control points and data boundaries are clear.
Example workflow
What the end-to-end path can look like.
A supplier-onboarding workflow might begin with an approved request, collect required information, validate identifiers, create records in finance and operations systems, request human approvals and notify the owner when the supplier is ready. Each state and exception is visible instead of being held in someone’s inbox.
- 01
Trigger
Begin from a defined business event rather than an informal message or assumed state.
- 02
Collect
Gather the minimum required information once and record what is still missing.
- 03
Coordinate
Move data and tasks between supported systems while preserving ownership and status.
- 04
Approve
Pause at financial, legal, customer or policy decisions that need an accountable person.
- 05
Resolve
Route failed integrations and unusual cases into explicit, owned exception paths.
- 06
Complete
Record the outcome, notify the right people and retain the information needed for audit or reporting.
Human controls
Automation does the repeated work. People keep the decision.
- A workflow map names the owner, system of record and decision boundary at every consequential step.
- Retries and failed integrations are visible; the system does not present partial work as complete.
- Manual override and recovery paths are documented for the people who operate the process.
- AI outputs are treated as proposals or extracted data unless the risk justifies a narrower automatic action.
Definition block
Inputs and outputs
The scope names what enters the workflow, what leaves it and which system remains the source of truth.
Expected outputs
- Shared workflow state
- Validated records
- Owned approvals and tasks
- System updates and notifications
- Operational history and exception data
Measurable outcomes
Measure the process before claiming the improvement.
Success measures are defined before the build and stay specific to the process. Activity counts alone are not treated as a business outcome.
- 01
End-to-end cycle time and waiting time between owners
- 02
Manual touches, duplicate entry and avoidable handoffs per case
- 03
Completion rate and failures by step or integration
- 04
Exception volume, age and reason
- 05
Adoption by the people responsible for operating the workflow
What is excluded
Clear boundaries make the workflow safer.
This is not an open-ended digital-transformation programme, an undocumented collection of scripts or a promise to automate every exception. Core system replacement, formal compliance advice and unbounded integration estates require separate scope. A small process change may be the recommendation when software is not justified.
Decision criteria
Choose the smallest approach that solves the problem.
| Direction | When it fits |
|---|---|
| Use custom workflow automation | The process crosses systems, repeats often and has an owner who can define the desired outcome and exceptions. |
| Use a native integration | One supported connector covers the whole need and its limits are acceptable to the team. |
| Redesign the process first | The trigger, owner, approval policy or source of truth changes from case to case. |
| Split the scope | The request contains several independent workflows that cannot be tested or owned as one bounded process. |
Delivery approach
A bounded path from evidence to handover.
- 01
Discover
Map the current path with the process owner, including delays, workarounds and representative exceptions.
- 02
Design
Define the future state, system boundaries, controls, data ownership and success measures.
- 03
Scope
Confirm integrations, deliverables, assumptions and fixed boundaries before implementation.
- 04
Implement
Build the smallest complete workflow and test normal, missing, conflicting and failed states.
- 05
Handover
Deploy to the agreed environment with operational documentation, access transfer and initial support.
Common questions
Questions before scoping custom workflow automation
Which tools can you connect?
Fit depends on supported APIs, authentication and the specific actions required. We verify those interfaces before agreeing the implementation rather than claiming a universal integration list.
Do custom workflows always use AI?
No. Most reliable systems combine rules and APIs, with AI limited to tasks such as variable-language classification, extraction or drafting where it earns its place.
Who maintains the workflow?
The proposal names the deployment environment, ownership and initial support. Customer-owned accounts and practical handover are preferred so access is not held hostage.
Can we start with one part of a larger process?
Yes. A bounded first release is often safer, provided it has a real outcome rather than stopping at a new manual handoff.
Bring us the workflow, not a finished specification.
Describe what happens today, the systems involved and what a better outcome would look like. A short outline is enough.